{"id":"W4407195471","doi":"10.5210/spir.v2024i0.13942","title":"PREDICTIONS OF THE SELF: AI AND THE POLITICAL ECONOMY OF SUBJECTIVATION","year":2025,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Politics; Political economy; Psychology; Sociology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040771,0.00004676661,0.0001435661,0.0001043298,0.0001479311,0.00001803314,0.0003300108,0.00008364864,0.00006576965],"category_scores_gemma":[0.001747369,0.00002970821,0.00005538757,0.0005476363,0.002122349,0.00006848426,0.0001199223,0.0002803798,7.727162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009483012,"about_ca_system_score_gemma":0.000705259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008166377,"about_ca_topic_score_gemma":0.0013976,"domain_scores_codex":[0.9985531,0.0006175094,0.0002399769,0.0001182597,0.0001786422,0.000292502],"domain_scores_gemma":[0.9976859,0.001570475,0.00004679943,0.000156062,0.000485703,0.00005505216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004728865,0.00004489932,0.005321217,0.0000300979,0.00006558577,3.615031e-8,0.001539928,4.50829e-7,0.0002028212,0.9916608,0.0008150644,0.0002718476],"study_design_scores_gemma":[0.003200991,0.0004245209,0.1715336,0.0004171699,0.000115175,0.000002564006,0.01849181,0.00237766,0.07402135,0.6544254,0.07476085,0.0002288309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.202125,0.00006600359,0.00004255447,0.03030153,0.00006492053,0.0004295328,0.000007044476,0.00001469026,0.7669487],"genre_scores_gemma":[0.9980968,0.00001781248,0.00001303418,0.0003205661,0.00002922291,0.00002326433,8.117851e-7,0.0000024794,0.001496059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7959718,"threshold_uncertainty_score":0.9984384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647677146100004,"score_gpt":0.3427903484537038,"score_spread":0.3263135769927038,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}